Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-05 0.238221 0.266129 0.297255 0.334788 0.379145 0.430309 0.494393
2025-01-12 0.185231 0.219896 0.262037 0.317958 0.391660 0.487647 0.625945
2025-01-19 0.154752 0.191431 0.238762 0.306070 0.402431 0.540768 0.765558
2025-01-26 0.143079 0.183555 0.238663 0.322255 0.451935 0.657551 1.038358
2025-02-02 0.137877 0.182871 0.247266 0.351189 0.525885 0.833371 1.493401
2025-02-09 0.130664 0.177980 0.248493 0.368328 0.584281 1.002264 2.038921
2025-02-16 0.123413 0.171897 0.246671 0.379597 0.634574 1.174174 2.722703
2025-02-23 0.115111 0.163151 0.239273 0.379584 0.663012 1.310805 3.438272
2025-03-02 0.104360 0.149485 0.222180 0.359217 0.645237 1.332634 3.810612
2025-03-09 0.097276 0.141032 0.212877 0.351900 0.653548 1.424254 4.555555
2025-03-16 0.091399 0.134023 0.205276 0.346648 0.665203 1.530647 5.525127
2025-03-23 0.087367 0.129711 0.201907 0.349204 0.695690 1.707444 7.192171
2025-03-30 0.080841 0.120979 0.190291 0.334297 0.682836 1.751965 8.270815
2025-04-06 0.074698 0.112547 0.178624 0.318085 0.664158 1.773645 9.336238
2025-04-13 0.069734 0.105820 0.169550 0.306326 0.654991 1.828498 10.940152
2025-04-20 0.068688 0.105820 0.173025 0.322565 0.727066 2.249011 18.746127
2025-04-27 0.069017 0.108258 0.181407 0.351547 0.847697 3.017517 44.036674
2025-05-04 0.067948 0.108054 0.184533 0.368714 0.939579 3.784495 105.586000
2025-05-11 0.066350 0.106734 0.185231 0.379999 1.017036 4.605231 299.702012
2025-05-18 0.063872 0.103572 0.181783 0.379987 1.054029 5.222700 874.699728
2025-05-25 0.059875 0.097283 0.171223 0.359590 1.006493 5.105338 1176.487155
2025-06-01 0.057235 0.093468 0.165703 0.352264 1.009672 5.454392 3915.026037
2025-06-08 0.054948 0.090210 0.161145 0.347004 1.020173 5.908863 48934.981216